Supply-Adequacy-Based Optimal Construction of Microgrids in Smart Distribution Systems

被引:205
作者
Arefifar, Seyed Ali [1 ]
Mohamed, Yasser Abdel-Rady I. [2 ]
El-Fouly, Tarek H. M. [1 ]
机构
[1] Nat Resources Canada NRCan, CanmetENERGY, Varennes, PQ J3X 1S6, Canada
[2] Univ Alberta, Dept Elect & Comp Engn, Edmonton, AB T6G 2V4, Canada
关键词
Energy losses; energy storage devices; graph partitioning; microgrid design; power imbalance; reactive sources; tabu search; OPTIMAL CAPACITOR PLACEMENT; UNBALANCED DISTRIBUTION-SYSTEMS; ENERGY-STORAGE SYSTEMS; OPTIMAL ALLOCATION; POWER; GENERATION; OPTIMIZATION; REPLACEMENT; OPERATION; NETWORK;
D O I
10.1109/TSG.2012.2198246
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Recently, the concept of microgrids (clusters of distributed generation, energy storage units, and reactive power sources serving a cluster of distributed loads in grid-connected and isolated grid modes) has gained a lot of interest under the smart grid vision. However, there is a strong need to develop systematic procedure for optimal construction of microgrids. This paper presents systematic and optimized approaches for clustering of the distribution system into a set of virtual microgrids with optimized self-adequacy. The probabilistic characteristics of distributed generation (DG) units are also considered by defining two new probabilistic indices representing real and reactive power of the lines. Next, the advantages of installing both distributed energy storage resources (DESRs) and distributed reactive sources (DRSs) are investigated to improve the self-adequacy of the constructed micro-grids. The new strategy facilitates robust infrastructure for smart distribution systems operational control functions, such as self-healing, by using virtual microgrids as building blocks in future distribution systems. The problem formulation and solution algorithms are presented in this paper. The well-known PG&E 69-bus distribution system is selected as a test case and through several sensitivity studies, the effect of the total DESRs or DRSs capacities on the design and the robustness of the algorithm are investigated.
引用
收藏
页码:1491 / 1502
页数:12
相关论文
共 37 条
[1]   A Stochastic Optimization Approach to Rating of Energy Storage Systems in Wind-Diesel Isolated Grids [J].
Abbey, Chad ;
Joos, Geza .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2009, 24 (01) :418-426
[2]  
[Anonymous], 2011, 154742011 IEEE
[3]   Probabilistic approach for optimal allocation of wind-based distributed generation in distribution systems [J].
Atwa, Y. M. ;
El-Saadany, E. F. .
IET RENEWABLE POWER GENERATION, 2011, 5 (01) :79-88
[4]   Optimal Renewable Resources Mix for Distribution System Energy Loss Minimization [J].
Atwa, Y. M. ;
El-Saadany, E. F. ;
Salama, M. M. A. ;
Seethapathy, R. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2010, 25 (01) :360-370
[5]   Optimal Allocation of ESS in Distribution Systems With a High Penetration of Wind Energy [J].
Atwa, Yasser Moustafa ;
El-Saadany, E. F. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2010, 25 (04) :1815-1822
[6]  
Baran M. E., IEEE T POWER DEL, V14, P725
[7]   Optimization of pumped storage capacity in an isolated power system with large renewable penetration [J].
Brown, Paul D. ;
Pecas Lopes, J. A. ;
Matos, Manuel A. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2008, 23 (02) :523-531
[8]   Shortest paths algorithms: Theory and experimental evaluation [J].
Cherkassky, BV ;
Goldberg, AV ;
Radzik, T .
MATHEMATICAL PROGRAMMING, 1996, 73 (02) :129-174
[9]  
CHIANG HD, 1995, IEEE T POWER SYST, V10, P356
[10]   Optimal capacitor placement using deterministic and genetic algorithms [J].
Delfanti, M ;
Granelli, GP ;
Marannino, P ;
Montagna, M .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2000, 15 (03) :1041-1046